{"id":"W4416277096","doi":"10.1039/d5sc05888k","title":"The ultrastiff crystals of mucic (galactaric) acid","year":2025,"lang":"en","type":"article","venue":"Chemical Science","topic":"Crystallography and molecular interactions","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council; Tamkeen; Research Institute Centers, New York University Abu Dhabi; York University; New York University Abu Dhabi","keywords":"Nanoindentation; Stiffness; Crystal (programming language); Modulus; Moduli; Physical property; Bulk modulus; Elastic modulus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349463,0.00006791392,0.00007539491,0.00003521217,0.0002062092,0.00004828833,0.0005324449,0.00004068172,0.0001183212],"category_scores_gemma":[0.0005296429,0.0000475492,0.00008491028,0.0006054553,0.0009262276,0.00006586754,0.0001008851,0.0001405243,0.000002004722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003799889,"about_ca_system_score_gemma":0.0001033434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001712978,"about_ca_topic_score_gemma":0.000003762129,"domain_scores_codex":[0.9992061,0.000003501661,0.0001602108,0.0002038844,0.0002113618,0.0002148943],"domain_scores_gemma":[0.9993508,0.0001475139,0.00004956867,0.000300167,0.0000935896,0.00005828628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008503464,0.00003192137,0.0001773233,0.00001357286,0.000007303978,5.235308e-7,0.00003024076,9.65947e-7,0.9947625,0.001265414,0.0004041103,0.003297632],"study_design_scores_gemma":[0.00006474286,0.000002569948,0.0001529641,0.00002996651,0.000008624977,0.000003153355,0.0001094897,0.0000458802,0.9805111,0.0009610978,0.01806082,0.00004964289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905147,0.0001748452,0.0004979359,0.0003938587,0.000118586,0.00003117779,0.0000068083,0.0000339463,0.1082281],"genre_scores_gemma":[0.9992012,0.00001334219,0.0001221139,0.00005108455,0.00001387209,0.000008814508,0.000001736122,0.000002290547,0.0005855907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086864,"threshold_uncertainty_score":0.3412724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004859816665036096,"score_gpt":0.2549418335290782,"score_spread":0.2500820168640421,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}